Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

A Python library for Secure and Explainable Machine Learning

Demonstrates knowledge distillation for image-based models in Keras.

Election sentiment analysis and mood prediction

Differential Privacy Protection against MembershipInference Attack on Machine Learning for Genomic Data

Compilation of algorithms for SCM

Tensorflow constrained optimization with different Deep Learning Models

Sample tool to predict network traffic based on users and resource block utilization

Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning".